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Data Science News
Medium
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Unlock Up to 50% Off QuillBot: Your Ultimate Black Friday Guide!
- QuillBot is offering up to 50% off in their Black Friday sale.
- This innovative writing tool provides effortless writing and offers a free trial.
- The sale includes potential savings and key features that set QuillBot apart from other writing tools.
- Maximize your writing efficiency and creativity at a fraction of the regular price.
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Analyticsindiamag
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Lingaro CEO Thinks the GenAI Enterprise Revolution is Slower Than it Looks
- Lingaro Group CEO, Sam Mantle, believes generative AI will take longer to be adopted and reach its potential than people expect.
- Legacy workforce is cited as the biggest barrier to adopting disruptive technology such as AI, since most people have not grown up with the capabilities that are available today.
- Enterprises also have difficulty adopting generative AI quickly, unlike individuals who can adapt more quickly.
- Lingaro is hoping to assist companies in adapting generative AI and is providing data services to help companies gain an advantage.
- Companies have been deploying AI services and products in their workflows, but the complexity of processes requires orchestration of the backend, engine, accelerators, and the data arms.
- Lingaro is partnering with products such as Snowflake, Databricks, and other data-focused software on the market.
- In particular, Lingaro has set up a close relationship with hyperscalers like Microsoft, Google and AWS.
- Attracting customers is important, and Mantle believes Lingaro is differentiated by offering data specific services to clients, rather than the whole solution.
- Lingaro plans to increase its revenue by 30% year over year and double its workforce to 400.
- Companies such as HCL and TCS alongside Infosys are industry giants within the AI market which may take Lingaro time to compete with.
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Dev
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1861. Rotating the Box
- You are given an m x n matrix of characters box representing a side-view of a box.
- The box is rotated 90 degrees clockwise, causing some of the stones to fall due to gravity.
- Return an n x m matrix representing the box after the rotation described above.
- Rotate the box using the relation rotatedBox[i][j] = box[m - 1 - j][i]. Start iterating from the bottom of the box and for each empty cell check if there is any stone above it with no obstacles between them.
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Medium
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A Comprehensive Guide to Spell Checking in Python
- This comprehensive guide explores how to use Python for spell checking, providing solutions for both beginners and advanced developers.
- Python offers powerful libraries for spell checking, such as PySpellChecker, Hunspell, SymSpell, and TextBlob.
- Implementing spell checking in Python can improve error detection and save time in various domains, from user-facing applications to backend workflows.
- By experimenting with these libraries, you can create high-quality text applications and eliminate spelling errors from your Python projects.
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Medium
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enhancing visual reasoning with knowledge-adapted captions
- Visual reasoning is a crucial aspect of artificial intelligence, and knowledge-adapted captions play a significant role in enhancing it.
- By enriching image captions with external knowledge from knowledge graphs, machines can achieve better visual understanding.
- Knowledge-adapted captions provide contextually rich descriptions that facilitate complex visual reasoning tasks.
- Implementing knowledge-adapted captions requires expertise, but the potential benefits span various sectors and domains.
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Medium
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Query Files from AWS S3, Azure, and GCS as Tables, and Run Data Science Algorithms in Just 5…
- UnifyML is a downloadable software that allows you to query files from AWS S3, Azure, and GCS as regular SQL tables.
- It enables you to run machine learning and data science algorithms on these tables without the need for complex data pipelines.
- UnifyML is compatible with various environments including on-premise setups, cloud, Docker, and Kubernetes.
- The software can be easily installed and used with SQL client tools like DBWeaver, Zeppelin, and JDBC drivers.
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Medium
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Tennis Analytics with Computer Vision (Part3 Tracking and Team Detection)
- In this article, we continue our exploration of Tennis Analytics with Computer Vision by focusing on tracking and team detection.
- For team detection, the players are differentiated based on the color of their jerseys. The background color is masked so that the number of dominating colors in the pixel does not consider the background color.
- For player and ball tracking, the SORT (Simple Online and Realtime Tracking) algorithm by Alex Bewley is utilized. The Sort Class is instantiated and included in the object detection loop to update it every frame.
- After tracking, the bounding boxes and IDs of the players are visualized by drawing them on the frame.
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Medium
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Tennis Analytics with computer vision (Part2 Instance Segmentation)
- One possible approach to the problem is to restrict the object detection model window size such that it performs detection on a cut out frame.
- Instance segmentation helps in detecting players close to the pitch, reducing errors in detection.
- The author will be using Detectron2 from Facebook AI research for instance segmentation.
- The methodology involves data gathering, dataset annotation, model building, and installing required libraries.
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Medium
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Tennis Analytics With Computer Vision (Part 1 Object Detection)
- Tennis analytics refers to the use of data analysis, models, and tools to make informed decisions in tennis.
- This article focuses on tennis analytics with computer vision, specifically object detection.
- The author uses the object detection algorithm Detectron2 for this task.
- The process involves gathering data through image downloads and video frame extraction, followed by dataset annotation and training the object detection algorithm.
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Medium
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How Amazon Route 53 Handles DDoS Attacks with Shuffle Sharding
- Amazon Route 53 faces the challenge of handling DDoS attacks without impacting businesses.
- Provisioning more server capacity and using specialized network hardware are expensive solutions.
- Shuffle Sharding is a technique that reduces the impact of DDoS attacks.
- It routes customer requests to multiple shards, limiting the overall impact and ensuring continuous service.
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Medium
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Stored Procedures vs Functions: A Comprehensive Guide to SQL Essentials
- A stored procedure retrieves employee details and returns an output parameter, while a function only returns the employee name as a result.
- Functions are used in SELECT queries to calculate derived columns, whereas stored procedures cannot perform such calculations.
- Stored procedures can handle error conditions like 'divide-by-zero' by using exception handling, whereas functions assume valid inputs.
- Joining a function that calculates discounts with a product table is more efficient than executing a procedure for each discount calculation.
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VentureBeat
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Amazon doubles down on Anthropic, positioning itself as a key player in the AI arms race
- Amazon has announced a $4 billion additional investment in Anthropic, doubling its stake to $8 billion.
- AWS becomes Anthropic's primary cloud and training partner, using Trainium and Inferentia chips.
- This move positions Amazon as a key player in AI infrastructure development and allows it to compete with Nvidia's dominance.
- The partnership addresses cost-effective AI deployment, scalability, and security concerns for enterprise customers.
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Medium
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A Detailed Review of the Udacity Introduction to Programming Nanodegree
- The Udacity Introduction to Programming Nanodegree is designed for beginners with little to no prior programming experience.
- The curriculum covers fundamental coding concepts in web development, Python programming, and JavaScript.
- The Nanodegree consists of four core courses, each building on the previous one.
- The program emphasizes hands-on projects, personalized mentor support, and an interactive learning community.
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Medium
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Nokia and Vale’s Groundbreaking Collaboration through Spatial Computing
- Nokia and Vale have collaborated to revolutionize the mining industry through spatial computing.
- The collaboration aims to enhance productivity by 25% and improve safety by 85%.
- By implementing digital twins and private networks, mining operations can be more efficient and safer.
- Spatial computing allows for training in virtual scenarios and real-time monitoring, empowering workers and transforming the industry.
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Medium
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A change to YouTube that will change the experience of watching videos
- YouTube is testing a change in its mobile app to enhance the video-watching experience.
- The change involves swiping up to watch videos, similar to TikTok.
- Users can also swipe down for vertical full page mode with comments and options.
- While the change has received backlash, it is still in the testing phase.
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